private void Form1_Load(object sender, EventArgs e)
{
#region Initialize
net = new Neural_Network.Net();
topBoard = new GUI.LMD_TopBoard(this, false);
info = new GUI.LMD_Information(this);
game = new GUI.LMD_Game(this);
mHistory = new GUI.ManagerHistory();
autoRem = new GUI.AutoRemember(game, info, net, mHistory, this);
#endregion
#region changedState
topBoard.changedState += (state) =>
{
this.state = state;
switch (state)
{
case STATE_PROGRAM.auto:
info.WriteLine("Включен режим автоматического обучения");
autoRem.Start();
count_step = 0;
break;
case STATE_PROGRAM.game:
info.WriteLine("Включен режим игрового обучения");
autoRem.Stop();
count_step = 0;
this.Text = "LMD Tic-Tac-Toe";
break;
case STATE_PROGRAM.handle:
info.WriteLine("Включен режим ручного обучения");
autoRem.Stop();
count_step = 0;
this.Text = "LMD Tic-Tac-Toe";
break;
}
game.enable = true;
};
#endregion
#region Clear
topBoard.butClick += () =>
{
info.WriteLine("Поле было очищено");
game.Clear();
info.listBox.Items.Clear();
info.listBox.Items.Add("------------------------------------------------ Tic-Tac-Toe -----------------------------------------------------------------");
count_step = 0;
game.enable = true;
};
#endregion
#region Remember
info.remember += (int index) =>
{
net.AddNeuron(index, game.getVectorX(), info.listBox);
step_x(game.getVectorX(), index);
};
#endregion
#region Save
info.save += () =>
{
Save();
};
#endregion
#region Load
info.load += () =>
{
LoadNS();
};
#endregion
#region Correct
info.correct += (float speed, int delta, int index) =>
{
net.Correct(game.getVectorX(), index, speed, delta, info.listBox);
};
#endregion
#region step
game.step += (List <float> x, int index, String str) =>
{
count_step++;
#region Handle
if (state == STATE_PROGRAM.handle)
{
info.WriteLine("Ход x: " + index);
if (net.neurons.Count <= 0)
{
info.WriteLine("Заблокировано");
MessageBox.Show("Нужно сеть обучить!");
}
else
{
if (str == "x")
{
int o_index = net.Recognize(game.getVectorX(), info.listBox);
Boolean b_rect = game.CheckRect(o_index);
if (b_rect)
{
info.WriteLine("Ход о: " + o_index);
game.setO(o_index);
}
else if (!b_rect)
{
info.WriteLine("Жизнь нейронную сеть к такому не готовила");
MessageBox.Show("Сеть не знает что делать!");
}
}
}
}
#endregion
#region Game
if (state == STATE_PROGRAM.game)
{
if (game.CheckWinX())
{
info.WriteLine("Крестики победили!");
mHistory.add(game.getTableConvertHistory(), index, game.getVectorX());
List <GUI.History> history = mHistory.getHistory();
int num = 0;
foreach (GUI.History h in history)
{
num++;
int[] table = h.table;
info.WriteLine(num + " - index[" + h.index + "]");
info.WriteLine(table[0] + "|" + table[1] + "|" + table[2]);
info.WriteLine(table[3] + "|" + table[4] + "|" + table[5]);
info.WriteLine(table[6] + "|" + table[7] + "|" + table[8]);
}
int _index = history[history.Count - 1].index;
List <float> _x = history[history.Count - 2].x;
info.WriteLine("Требуемый нейрон[" + _index + "]");
net.AddNeuron(_index, _x, info.listBox);
mHistory.Clear();
game.enable = false;
}
else if (game.CheckWinO())
{
info.WriteLine("Нолики победили!");
mHistory.add(game.getTableConvertHistory(), index, game.getVectorX());
autoRem.win_o();
mHistory.Clear();
game.enable = false;
}
else if (game.CheckNoWin())
{
info.WriteLine("Ничья!");
mHistory.Clear();
game.enable = false;
}
else
{
if (count_step <= 8)
{
if (str == "x")
{
step_x(game.getVectorX(), index);
mHistory.add(game.getTableConvertHistory(), index, game.getVectorX());
}
else if (str == "o")
{
}
}
else
{
count_step = 0;
}
}
}
#endregion
};
#endregion
info.WriteLine("Включен режим игрового обучения");
this.state = Form1.STATE_PROGRAM.game;
}
public LMD_Game(Control parent)
{
this.parent = parent;
this.BackColor = Color.FromArgb(100, 100, 100);
this.topBoard = ((Form1)parent).topBoard;
this.Size = new Size(parent.Width / 2 - 2, parent.Height - topBoard.Height - 2);
this.Location = new Point(1, topBoard.Bottom);
this.Paint += (o, e) =>
{
Graphics g = e.Graphics;
g.Clear(this.BackColor);
Pen pen = new Pen(Color.FromArgb(192, 192, 192), 10);
g.DrawLine(pen, 0, this.Height / 3, this.Width, this.Height / 3);
g.DrawLine(pen, 0, this.Height / 3 + this.Height / 3, this.Width, this.Height / 3 + this.Height / 3);
g.DrawLine(pen, this.Width / 3, 0, this.Width / 3, this.Height);
g.DrawLine(pen, this.Width / 3 + this.Width / 3, 0, this.Width / 3 + this.Width / 3, this.Height);
};
parent.Controls.Add(this);
but = new Button[9];
for (int i = 0; i < but.Length; i++)
{
but[i] = new Button();
but[i].FlatAppearance.BorderSize = 0;
but[i].FlatStyle = FlatStyle.Flat;
// but[i].BackColor = Color.FromArgb(192, 192, 192);
but[i].Font = new System.Drawing.Font("Arial", 40f, FontStyle.Bold);
but[i].ForeColor = Color.FromArgb(220, 120, 50);
but[i].Location = new Point(0, 0);
but[i].FlatAppearance.MouseDownBackColor = Color.FromArgb(130, 130, 130);
but[i].Size = new Size(this.Width / 3 - 2, this.Height / 3 - 2);
but[i].Click += (o, e) =>
{
if (enable)
{
List <float> x = getVectorX();
if (step != null)
{
for (int j = 0; j < but.Length; j++)
{
if (but[j].ContainsFocus)
{
if (CheckRect(j + 1))
{
but[j].Text = "x";
step(x, j + 1, "x");
}
}
}
}
}
};
this.Controls.Add(but[i]);
}
but[1].Location = new Point(but[0].Right + 4, 0);
but[2].Location = new Point(but[1].Right + 4, 0);
but[3].Location = new Point(0, but[0].Bottom + 4);
but[4].Location = new Point(but[3].Right + 4, but[0].Bottom + 4);
but[5].Location = new Point(but[4].Right + 4, but[0].Bottom + 4);
but[6].Location = new Point(0, but[5].Bottom + 4);
but[7].Location = new Point(but[6].Right + 4, but[5].Bottom + 4);
but[8].Location = new Point(but[7].Right + 4, but[5].Bottom + 4);
}
public LMD_Information(Control parent)
{
this.parent = parent;
this.BackColor = Color.FromArgb(100, 100, 100);
this.topBoard = ((Form1)parent).topBoard;
this.Size = new Size(parent.Width / 2 - 2, parent.Height - topBoard.Height - 2);
this.Location = new Point(parent.Width / 2 + 1, topBoard.Bottom);
parent.Controls.Add(this);
listBox = new ListBox();
listBox.BackColor = Color.FromArgb(120, 120, 120);
listBox.BorderStyle = System.Windows.Forms.BorderStyle.None;
listBox.Size = new Size(this.Width - 20, this.Height - 100);
listBox.ForeColor = Color.FromArgb(192, 192, 192);
listBox.Location = new Point(10, 4);
this.Controls.Add(listBox);
listBox.Items.Add("------------------------------------------------ Tic-Tac-Toe -----------------------------------------------------------------");
rtb = new RichTextBox[4];
for (int i = 0; i < rtb.Length; i++)
{
rtb[i] = new RichTextBox();
rtb[i].BorderStyle = System.Windows.Forms.BorderStyle.None;
rtb[i].BackColor = Color.FromArgb(140, 140, 140);
rtb[i].Size = new Size(30, 15);
rtb[i].Location = new Point(100, listBox.Bottom);
rtb[i].ForeColor = Color.FromArgb(70, 70, 70);
this.Controls.Add(rtb[i]);
}
rtb[0].Width = 40;
rtb[0].Location = new Point(65, listBox.Bottom + 21);
rtb[1].Location = new Point(80, listBox.Bottom + 60);
rtb[2].Location = new Point(170, listBox.Bottom + 60);
rtb[3].Location = new Point(262, listBox.Bottom + 60);
but = new Button[4];
for (int i = 0; i < but.Length; i++)
{
but[i] = new Button();
but[i].FlatAppearance.BorderSize = 0;
but[i].FlatStyle = FlatStyle.Flat;
but[i].Size = new Size(80, 100 / 4 - 2);
but[i].BackColor = Color.FromArgb(50, 50, 50);
but[i].ForeColor = Color.FromArgb(150, 150, 150);
but[i].Font = new Font("Arial", 9);
but[i].Click += (o, e) =>
{
try
{
Button b = (Button)o;
switch (b.Text)
{
case "Обучить": if (remember != null)
{
remember(int.Parse(rtb[0].Text));
}
break;
case "Сохранить": if (save != null)
{
save();
}
break;
case "Загрузить": if (load != null)
{
load();
}
break;
case "Correct": if (correct != null)
{
correct(float.Parse(rtb[1].Text), int.Parse(rtb[2].Text), int.Parse(rtb[3].Text));
}
break;
}
}
catch { MessageBox.Show("Не корректная запись в поле!"); }
};
this.Controls.Add(but[i]);
}
but[0].Location = new Point(115, listBox.Bottom + 16);
but[1].Location = new Point(200, listBox.Bottom + 16);
but[2].Location = new Point(280, listBox.Bottom + 16);
but[3].Location = new Point(300, listBox.Bottom + 56);
but[3].Width = 60;
but[3].Text = "Correct";
but[0].Text = "Обучить";
but[1].Text = "Сохранить";
but[2].Text = "Загрузить";
Label[] lab = new Label[4];
for (int i = 0; i < lab.Length; i++)
{
lab[i] = new Label();
lab[i].ForeColor = Color.FromArgb(12, 192, 192);
lab[i].Font = new Font("Arial", 10f);
this.Controls.Add(lab[i]);
}
lab[0].Location = new Point(7, listBox.Bottom + 20);
lab[0].Text = "Индекс: ";
lab[1].Location = new Point(7, listBox.Bottom + 60);
lab[1].Text = "Скорость: ";
lab[2].Width = 60;
lab[2].Location = new Point(115, listBox.Bottom + 60);
lab[2].Text = "Дельта: ";
lab[3].Location = new Point(207, listBox.Bottom + 60);
lab[3].Text = "Индекс: ";
this.Paint += (o, e) =>
{
Graphics g = e.Graphics;
g.Clear(this.BackColor);
Pen pen = new Pen(Color.FromArgb(30, 120, 30), 3);
g.DrawRectangle(pen, 5, listBox.Bottom + 9, this.Width - 10, 35);
g.DrawRectangle(pen, 5, listBox.Bottom + 50, this.Width - 10, 35);
};
}
